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All publications by Peter A. Flach
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Brier Curves: a New Cost-Based Visualisation of Classifier Performance
Cèsar Ferri, José Hernández-orallo and Peter A. Flach
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


A Coherent Interpretation of AUC as a Measure of Aggregated Classification Performance
Cèsar Ferri, José Hernández-orallo and Peter A. Flach
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Delegating classifiers
César Ferri, Peter A. Flach and José Hernández-orallo
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Redundant feature elimination for multi-class problems
Annalisa Appice, Michelangelo Ceci, Simon Rawles and Peter A. Flach
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


Subgroup Discovery with CN2-SD
Nada Lavrac, Branko Kavsek, Peter A. Flach and Ljupco Todorovski
Journal of Machine Learning Research, 2004


Improving Accuracy and Cost of Two-class and Multi-class Probabilistic Classifiers Using ROC Curves
Nicolas Lachiche and Peter A. Flach
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


An Analysis of Rule Evaluation Metrics
Johannes Fürnkranz and Peter A. Flach
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003


The Geometry of ROC Space: Understanding Machine Learning Metrics through ROC Isometrics
Peter A. Flach
Proceedings of the 20th International Conference on Machine Learning (ICML-03), 2003